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Chrysostomos D. Stylios
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2020 – today
- 2024
- [j39]Roberto Figliè, Riccardo Amadio, Marios Tyrovolas, Chrysostomos D. Stylios, Lukasz Pasko, Dorota Stadnicka, Anna Carreras-Coch, Agustín Zaballos, Joan Navarro, Daniele Mazzei:
Towards a Taxonomy of Industrial Challenges and Enabling Technologies in Industry 4.0. IEEE Access 12: 19355-19374 (2024) - [j38]Dimitris Mpouziotas, Jeries Besharat, Ioannis G. Tsoulos, Chrysostomos D. Stylios:
AliAmvra - Enhancing Customer Experience through the Application of Machine Learning Techniques for Survey Data Assessment and Analysis. Inf. 15(2): 83 (2024) - [j37]Athanasios Christopoulos, Maria Styliou, Nikolaos Ntalas, Chrysostomos D. Stylios:
The Impact of Immersive Virtual Reality on Knowledge Acquisition and Adolescent Perceptions in Cultural Education. Inf. 15(5): 261 (2024) - [c97]Sofia Sakka, Vasiliki Liagkou, Chrysostomos D. Stylios:
A Blockchain Identity Privacy Management Framework for a Healthcare Application. Blockchain 2024: 599-604 - [c96]Stylianos Mystakidis, Penelope Theologi-Gouti, Athanasios Christopoulos, Chrysostomos D. Stylios:
Virtual Museum Gamification for Discovery-Based Online Learning in the Metaverse. CSEDU (1) 2024: 711-719 - [c95]Marios Tyrovolas, Chrysostomos D. Stylios, Khurshid Aliev, Dario Antonelli:
Leveraging Information Flow-Based Fuzzy Cognitive Maps for Interpretable Fault Diagnosis in Industrial Robotics. DoCEIS 2024: 98-110 - [c94]Sofia Sakka, Vasiliki Liagkou, Chrysostomos D. Stylios, Afonso Ferreira:
On the Privacy and Security for E-Education Metaverse. EDUCON 2024: 1-10 - [c93]Evangelos D. Spyrou, Chrysostomos D. Stylios:
Cell Zooming in LTE-R as a Potential Game. PRO-VE (2) 2024: 396-406 - [c92]George Pachoulas, Katerina Florou, Jeries Besharat, Chrysostomos D. Stylios:
Enhancing Visitor Experience and Hospitality in Accommodation Facilities through Smart Tourism and Mobile Technology. SEEDA-CECNSM 2024: 36-41 - [c91]Dimitrios Mpouziotas, Petros S. Karvelis, Chrysostomos D. Stylios:
A Multimodal Computer Vision Approach for Wildlife Bird Surveillance using Drones. SEEDA-CECNSM 2024: 63-68 - [d1]Marios Tyrovolas, Khurshid Aliev, Dario Antonelli, Chrysostomos D. Stylios:
UR3 CobotOps. UCI Machine Learning Repository, 2024 - [i2]Marios Tyrovolas, Nikolaos D. Kallimanis, Chrysostomos D. Stylios:
Advancing Explainable AI with Causal Analysis in Large-Scale Fuzzy Cognitive Maps. CoRR abs/2405.09190 (2024) - 2023
- [j36]Evangelos D. Spyrou, Chrysostomos D. Stylios, Ioannis G. Tsoulos:
Classification of CO Environmental Parameter for Air Pollution Monitoring with Grammatical Evolution. Algorithms 16(6): 300 (2023) - [j35]Evangelos D. Spyrou, Ioannis G. Tsoulos, Chrysostomos D. Stylios:
Distributed Denial of Service Classification for Software-Defined Networking Using Grammatical Evolution. Future Internet 15(12): 401 (2023) - [j34]Sofia Sakka, Vasiliki Liagkou, Chrysostomos D. Stylios:
Exploiting Security Issues in Human Activity Recognition Systems (HARSs). Inf. 14(6): 315 (2023) - [j33]Ioannis Koulouras, Ilias Bobotsaris, Spiridoula V. Margariti, Eleftherios Stergiou, Chrysostomos D. Stylios:
Assessment of SDN Controllers in Wireless Environment Using a Multi-Criteria Technique. Inf. 14(9): 476 (2023) - [j32]Ioannis G. Tsoulos, Chrysostomos D. Stylios, Vlasis Charalampous:
COVID-19 Predictive Models Based on Grammatical Evolution. SN Comput. Sci. 4(2): 191 (2023) - [c90]Christos Anagnostopoulos, Aris S. Lalos, Petros Kapsalas, Duong Nguyen Van, Chrysostomos D. Stylios:
Reviewing Deep Learning-Based Feature Extractors in a Novel Automotive SLAM Framework. MED 2023: 107-112 - [c89]Odysseas Karadimas, Aikaterini Florou, Spiridoula V. Margariti, Eleftherios Stergiou, Chrysostomos D. Stylios:
Modeling Network Traffic and Exploring Distribution Fitting: A Case Study on Spotify. SEEDA-CECNSM 2023: 1-6 - 2022
- [j31]Grzegorz Dec, Dorota Stadnicka, Lukasz Pasko, Maksymilian Madziel, Roberto Figliè, Daniele Mazzei, Marios Tyrovolas, Chrysostomos D. Stylios, Joan Navarro, Xavier Solé-Beteta:
Role of Academics in Transferring Knowledge and Skills on Artificial Intelligence, Internet of Things and Edge Computing. Sensors 22(7): 2496 (2022) - [j30]Dorota Stadnicka, Jaroslaw Sep, Riccardo Amadio, Daniele Mazzei, Marios Tyrovolas, Chrysostomos D. Stylios, Anna Carreras-Coch, Juan Alfonso Merino, Tomasz Zabinski, Joan Navarro:
Industrial Needs in the Fields of Artificial Intelligence, Internet of Things and Edge Computing. Sensors 22(12): 4501 (2022) - [c88]Giannis-Panagiots Botilias, Chrysostomos D. Stylios:
App for Physical Fitness Improvement based on Physical Activity Guidelines and Self-Testing Tools. BSN 2022: 1-4 - [c87]Lamprini Pappa, Petros S. Karvelis, Chrysostomos D. Stylios:
A comparative study on recognizing human activities by applying diverse Machine Learning approaches. EMBC 2022: 3661-3664 - [c86]Spiridoula V. Margariti, Jeries Besharat, Dimitris Salmas, George Pachoulas, Giannis Botilias, Chrysostomos D. Stylios, Dimitrios Kafetzopoulos, Dimitrios Skalkos:
Eukreas: An Integrated Framework for the Effective Traceability of Greek Meat - Abstract. HAICTA 2022: 106-107 - [c85]Ioannis L. Tsirogiannis, Penelope Baltzoi, Konstantina Fotia, Dimitris Salmas, George Pachoulas, Charalampos Karipidis, Spiridoula V. Margariti, Chrysostomos D. Stylios:
Introducing Kiwifruit Water Footprint into a Traceability IT System. HAICTA 2022: 193-196 - [c84]Spiridoula V. Margariti, Dimitris Salmas, George Pachoulas, Paraskevas Schismenos, Penelope Baltzoi, Konstantina Fotia, Charalampos Karipidis, Ioannis L. Tsirogiannis, Chrysostomos D. Stylios:
Design and Development of an Efficient Traceability System for Greek Kiwifruit. HAICTA 2022: 320-326 - [c83]Panagiotis Satos, Chrysostomos D. Stylios:
Examining n-grams and Multinomial Naïve Bayes Classifier for Identifying the Author of the Text "Epistle to the Hebrews". ICAART (1) 2022: 447-458 - [c82]Christos Anagnostopoulos, Christos Koulamas, Aris S. Lalos, Chrysostomos D. Stylios:
Open-Source Integrated Simulation Framework for Cooperative Autonomous Vehicles. MECO 2022: 1-4 - [c81]Evangelos Vlachos, Evangelos D. Spyrou, Chrysostomos D. Stylios, Kostas Berberidis:
Optimal MmWave Sensor Selection for Bearing-Only Localization in Smart Environments. MED 2022: 152-157 - [c80]Ioannis Koulouras, Spiridoula V. Margariti, Ilias Bobotsaris, Eleftherios Stergiou, Chrysostomos D. Stylios:
On the Performance of SDN Controllers in Real World Topologies. NFV-SDN 2022: 143-148 - [c79]Giannis Botilias, Lamprini Pappa, Petros S. Karvelis, Chrysostomos D. Stylios:
Tracking individuals' health using mobile applications and Machine Learning. SEEDA-CECNSM 2022: 1-6 - [c78]Giannis-Panagiots Botilias, George Pachoulas, Spiridoula V. Margariti, Jeries Besharat, Dimitrios Salmas, Chrysostomos D. Stylios:
Smart Tourism via Smart Phone - An Enhanced Approach. SEEDA-CECNSM 2022: 1-5 - [c77]Vasiliki Liagkou, Sofia Sakka, Chrysostomos D. Stylios:
Security and Privacy Vulnerabilities in Human Activity Recognition systems. SEEDA-CECNSM 2022: 1-6 - [c76]Evangelos D. Spyrou, Christoforos Nestoris, Chrysostomos D. Stylios:
Tourette Syndrome's Coprolalia Explanation using Bipartite Graph Matching of Thoughts and Game Theoretic Model for Symptoms Minimisation. SEEDA-CECNSM 2022: 1-5 - [i1]Roberto Figliè, Riccardo Amadio, Marios Tyrovolas, Chrysostomos D. Stylios, Lukasz Pasko, Dorota Stadnicka, Anna Carreras-Coch, Agustín Zaballos, Joan Navarro, Daniele Mazzei:
Towards a Taxonomy of Industrial Challenges and Enabling Technologies in Industry 4.0. CoRR abs/2211.16563 (2022) - 2021
- [j29]George K. Georgoulas, Petros S. Karvelis, Václav Chudácek, Jirí Spilka, Miroslav Bursa, Lenka Lhotská, Chrysostomos D. Stylios, George Nikolakopoulos:
An exploratory approach to fetal heart rate-pH-based systems. Signal Image Video Process. 15(1): 43-51 (2021) - [c75]Evangelos D. Spyrou, Afroditi K. Anagnostopoulou, Chrysostomos D. Stylios:
DSRC or LTE? Selecting the Best Medium for V2I Communication Using Game Theory. PRO-VE 2021: 577-587 - [c74]George Pachoulas, Stefanos Petsios, Evangelos D. Spyrou, Chrysostomos D. Stylios:
An adaptable Web GIS platform for monitoring Port air quality. MED 2021: 512-517 - [c73]Paraskevas Schismenos, Petros S. Karvelis, Chrysostomos D. Stylios:
Risk Flood Assessment for the Arachthos River using Analytic Hierarchy Process. MED 2021: 1167-1172 - [c72]Giannis Botilias, George Papantzikos, Athanasios Christopoulos, Jeries Besharat, Chrysostomos D. Stylios:
Designing a Cultural Augmented Reality Application For Educational Purposes. SEEDA-CECNSM 2021: 1-5 - [c71]Stylianos Mystakidis, George Papantzikos, Chrysostomos D. Stylios:
Virtual Reality Escape Rooms for STEM Education in Industry 4.0: Greek Teachers Perspectives. SEEDA-CECNSM 2021: 1-5 - [c70]Lamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios:
Slopewise Aggregate Approximation SAX: keeping the trend of a time series. SSCI 2021: 1-8 - [c69]Dimitrios Salmas, Giannis Botilias, Jeries Besharat, Chrysostomos D. Stylios:
Lesson Learnt by Using DevOps and Scrum for Development a Traceability Software. WorldCIST (4) 2021: 366-373 - 2020
- [j28]Petros S. Karvelis, Daniele Mazzei, Matteo Biviano, Chrysostomos D. Stylios:
PortWeather: A Lightweight Onboard Solution for Real-Time Weather Prediction. Sensors 20(11): 3181 (2020) - [c68]Dimitrios Kafetzopoulos, Chrysostomos D. Stylios, Dimitrios Skalkos:
Managing Traceability in the Meat Processing Industry: Principles, Guidelines and Technologies. HAICTA 2020: 302-308 - [c67]Vlasis Charalampous, Spyridoula Margariti, Dimitris Salmas, Chrysostomos D. Stylios, Dimitris Kafetzopoulos, Dimitrios Skalkos:
Design and Develop Cloud-based System for Meat Traceability. HAICTA 2020: 475-484 - [c66]Vlasis Charalampous, Jeries Besharat, Chrysostomos D. Stylios:
Designing and Developing a VR Environment for Indoor Fire Simulation. PCI 2020: 237-240 - [c65]Angelos Papoutsis, Giannis Botilias, Petros S. Karvelis, Chrysostomos D. Stylios:
A Machine Learning Approach for Human Activity Recognition. pHealth 2020: 155-160 - [c64]Giannis Botilias, Angelos Papoutsis, Petros S. Karvelis, Chrysostomos D. Stylios:
Track My Health: An IoT Approach for Data Acquisition and Activity Recognition. pHealth 2020: 266-271 - [c63]Lamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios:
Multichannel Symbolic Aggregate Approximation Intelligent Icons: Application for Activity Recognition. SSCI 2020: 505-512
2010 – 2019
- 2019
- [j27]Vasiliki Liagkou, Chrysostomos D. Stylios, Aleksandr A. Petunin:
Handling Privacy and Concurrency in an Online Educational Evaluation System. Balt. J. Mod. Comput. 7(1) (2019) - [c62]Denise M. Case, Ty Blackburn, Chrysostomos D. Stylios:
Construction Industry Pursuit Intel Modeling Insights with FCM. FUZZ-IEEE 2019: 1-6 - [c61]Vasiliki Liagkou, Chrysostomos D. Stylios:
VR Training for Security Awareness in Industrial IoT. PRO-VE 2019: 604-612 - [c60]Petros S. Karvelis, Stefanos Petsios, George K. Georgoulas, Chrysostomos D. Stylios:
Short Time Wind Forecasting with Uncertainty. IISA 2019: 1-4 - [c59]Giovanni Mazzuto, Chrysostomos D. Stylios:
Empower Fuzzy Cognitive Maps Decision Making abilities with Swarm Intelligence Algorithms. SMC 2019: 2602-2607 - 2018
- [c58]Vasiliki Liagkou, Chrysostomos D. Stylios:
A Trustworthy and Privacy Preserving Model for Online Competence Evaluation System. DepCoS-RELCOMEX 2018: 338-347 - [c57]Giovanni Mazzuto, Maurizio Bevilacqua, Chrysostomos D. Stylios, Voula C. Georgopoulos:
Aggregate experts knowledge in Fuzzy Cognitive Maps. FUZZ-IEEE 2018: 1-6 - [c56]Giovanni Mazzuto, Filippo Emanuele Ciarapica, Chrysostomos D. Stylios, Voula C. Georgopoulos:
Fuzzy Cognitive Maps designing through large dataset and experts' knowledge balancing. FUZZ-IEEE 2018: 1-6 - [c55]George K. Georgoulas, Petros S. Karvelis, Chrysostomos D. Stylios, Lucia Frosini, Ioannis P. Tsoumas:
Exploring the Detectability of Short-Circuit Faults in Inverter-Fed Induction Motors. IECON 2018: 5930-5935 - [c54]Petros S. Karvelis, Dimitris Gavrilis, George K. Georgoulas, Chrysostomos D. Stylios:
Topic recommendation using Doc2Vec. IJCNN 2018: 1-6 - [c53]Petros S. Karvelis, Theofanis-Aristofanis Michail, Daniele Mazzei, Stefanos Petsios, Andrea Baù, Gabriele Montelisciani, Chrysostomos D. Stylios:
Adopting and Embedding Machine Learning Algorithms in Microcontroller for Weather Prediction. IEEE Conf. on Intelligent Systems 2018: 474-478 - 2017
- [j26]George K. Georgoulas, Vicente Climente-Alarcon, Jose A. Antonino-Daviu, Ioannis P. Tsoumas, Chrysostomos D. Stylios, Antero Arkkio, George Nikolakopoulos:
The Use of a Multilabel Classification Framework for the Detection of Broken Bars and Mixed Eccentricity Faults Based on the Start-Up Transient. IEEE Trans. Ind. Informatics 13(2): 625-634 (2017) - [c52]George K. Georgoulas, Petros S. Karvelis, Dimitris Gavrilis, Chrysostomos D. Stylios, George Nikolakopoulos:
An ordinal classification approach for CTG categorization. EMBC 2017: 2642-2645 - [c51]Prasunjit Nayak, Sushmitha Madireddy, Denise M. Case, Chrysostomos D. Stylios:
Using fuzzy cognitive maps to model university desirability and selection. SMC 2017: 1976-1981 - [c50]Petros S. Karvelis, Stavros Kolios, George K. Georgoulas, Chrysostomos D. Stylios:
Ensemble learning for forecasting main meteorological parameters. SMC 2017: 3711-3714 - 2016
- [c49]Stavros Kolios, Dimitrios Loukadakis, Chrysostomos D. Stylios, Andreas Kazantzidis, Aleksandr A. Petunin:
A WebGIS Application for Cloud Storm Monitoring. DB&IS 2016: 151-163 - [c48]George K. Georgoulas, Vicente Climente-Alarcon, Jose A. Antonino-Daviu, Chrysostomos D. Stylios, Antero Arkkio, George Nikolakopoulos:
A multi-label classification approach for the detection of broken bars and mixed eccentricity faults using the start-up transient. INDIN 2016: 430-433 - [c47]George K. Georgoulas, Stavros Kolios, Petros S. Karvelis, Chrysostomos D. Stylios:
Examining nominal and ordinal classifiers for forecasting wind speed. IEEE Conf. on Intelligent Systems 2016: 504-509 - [c46]Petros S. Karvelis, George K. Georgoulas, Jacqueline A. Fairley, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise:
Towards a fully automated tool for annotation of phasic electromyographic activity. MED 2016: 327-331 - [c45]Denise M. Case, Chrysostomos D. Stylios:
Fuzzy Cognitive Map to model project management problems. NAFIPS 2016: 1-6 - [c44]Evangelia Bourgani, George Manis, Chrysostomos D. Stylios, Voula C. Georgopoulos:
Timed-Fuzzy Cognitive Maps: An overview. SMC 2016: 4483-4488 - [c43]Denise M. Case, Chrysostomos D. Stylios:
Introducing a Fuzzy Cognitive Map for modeling power market auction behavior. SSCI 2016: 1-8 - 2015
- [j25]Vladik Kreinovich, Chrysostomos D. Stylios:
Why Fuzzy Cognitive Maps Are Efficient. Int. J. Comput. Commun. Control 10(6): 65-73 (2015) - [j24]Maria Pia Fanti, Giorgio Iacobellis, Walter Ukovich, Valentina Boschian, George K. Georgoulas, Chrysostomos D. Stylios:
A simulation based Decision Support System for logistics management. J. Comput. Sci. 10: 86-96 (2015) - [j23]Petros S. Karvelis, George K. Georgoulas, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Chrysostomos D. Stylios:
A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction Motors. IEEE Trans. Ind. Informatics 11(5): 1028-1037 (2015) - [c42]Evangelia Bourgani, Chrysostomos D. Stylios, George Manis, Voula C. Georgopoulos:
Timed Fuzzy Cognitive Maps. FUZZ-IEEE 2015: 1-6 - [c41]Chrysostomos D. Stylios, Voula C. Georgopoulos:
Develop Fuzzy Cognitive Maps based on recorded data and information. FUZZ-IEEE 2015: 1-6 - [c40]Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Jesús A. Corral-Hernández, Vicente Climente-Alarcon, George Nikolakopoulos:
Symbolic time series analysis of the soft starting transient in induction machines. ICIT 2015: 3243-3248 - [c39]George K. Georgoulas, Petros S. Karvelis, Chrysostomos D. Stylios, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Jesús A. Corral-Hernández, Vicente Climente-Alarcon, George Nikolakopoulos:
Automatizing the detection of rotor failures in induction motors operated via soft-starters. IECON 2015: 3743-3748 - [c38]Seungjun Ahn, A. J. Antony Chettupuzha, Ronald Ekyalimpa, Stephen Hague, Simaan M. AbouRizk, Chrysostomos D. Stylios:
Fuzzy Cognitive Maps as a tool for modeling construction labor productivity. NAFIPS/WConSC 2015: 1-7 - [c37]Chrysostomos D. Stylios, Vladik Kreinovich:
Symbolic Aggregate approXimation (SAX) under interval uncertainty. NAFIPS/WConSC 2015: 1-7 - [c36]Chrysostomos D. Stylios, Andrzej Pownuk, Vladik Kreinovich:
Sometimes, it is beneficial to process different types of uncertainty separately. NAFIPS/WConSC 2015: 1-5 - 2014
- [j22]Jacqueline Fairley, George K. Georgoulas, Otis L. Smart, George Dimakopoulos, Petros S. Karvelis, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise:
Wavelet analysis for detection of phasic electromyographic activity in sleep: Influence of mother wavelet and dimensionality reduction. Comput. Biol. Medicine 48: 77-84 (2014) - [j21]George K. Georgoulas, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Chrysostomos D. Stylios, Epaminondas D. Mitronikas, Athanasios N. Safacas:
Automatic Pattern Identification Based on the Complex Empirical Mode Decomposition of the Startup Current for the Diagnosis of Rotor Asymmetries in Asynchronous Machines. IEEE Trans. Ind. Electron. 61(9): 4937-4946 (2014) - [c35]George K. Georgoulas, Jirí Spilka, Petros S. Karvelis, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská:
A three class treatment of the FHR classification problem using latent class analysis labeling. EMBC 2014: 46-49 - [c34]Voula C. Georgopoulos, Spyridoula Chouliara, Chrysostomos D. Stylios:
Fuzzy Cognitive Map scenario-based medical decision support systems for education. EMBC 2014: 1813-1816 - [c33]Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Maria Jose Picazo Rodenas, Vicente Climente-Alarcon:
An automated thermographic image segmentation method for induction motor fault diagnosis. IECON 2014: 3396-3402 - [c32]Stefanos Petsios, Chrysostomos D. Stylios:
A Collaborative IT Network for Three Adriatic Maritime Ports. PRO-VE 2014: 722-729 - [c31]Evangelia Bourgani, Chrysostomos D. Stylios, George Manis, Voula C. Georgopoulos:
Integrated Approach for Developing Timed Fuzzy Cognitive Maps. IEEE Conf. on Intelligent Systems (1) 2014: 193-204 - [c30]Jirí Spilka, George K. Georgoulas, Petros S. Karvelis, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská:
Discriminating Normal from "Abnormal" Pregnancy Cases Using an Automated FHR Evaluation Method. SETN 2014: 521-531 - [c29]Petros S. Karvelis, Jacqueline Fairley, George K. Georgoulas, Chrysostomos D. Stylios, David B. Rye, Donald L. Bliwise:
Semi-Automated Annotation of Phasic Electromyographic Activity. SETN 2014: 532-543 - [c28]Evangelia Bourgani, Chrysostomos D. Stylios, George Manis, Voula C. Georgopoulos:
Time Dependent Fuzzy Cognitive Maps for Medical Diagnosis. SETN 2014: 544-554 - 2013
- [j20]George K. Georgoulas, Antonios Konstantaras, Emmanuel Katsifarakis, Chrysostomos D. Stylios, Emmanuel Maravelakis, George J. Vachtsevanos:
"Seismic-mass" density-based algorithm for spatio-temporal clustering. Expert Syst. Appl. 40(10): 4183-4189 (2013) - [j19]George K. Georgoulas, Mohammed Obaid Mustafa, Ioannis P. Tsoumas, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon, Chrysostomos D. Stylios, George Nikolakopoulos:
Principal Component Analysis of the start-up transient and Hidden Markov Modeling for broken rotor bar fault diagnosis in asynchronous machines. Expert Syst. Appl. 40(17): 7024-7033 (2013) - [c27]Stavros Kolios, Chrysostomos D. Stylios:
Ambient Systems for the Environmental Monitoring: Characteristic Examples at Different Spatial Scales. AMBI-SYS 2013: 123-130 - [c26]Vangelis P. Oikonomou, Jirí Spilka, Chrysostomos D. Stylios, Lenka Lhotská:
An adaptive method for the recovery of missing samples from FHR time series. CBMS 2013: 337-342 - [c25]Evangelia Bourgani, Chrysostomos D. Stylios, Voula C. Georgopoulos, George Manis:
A study on Fuzzy Cognitive Map structures for Medical Decision Support Systems. EUSFLAT Conf. 2013 - [c24]Petros S. Karvelis, Ioannis P. Tsoumas, George K. Georgoulas, Chrysostomos D. Stylios, Jose Alfonso Antonino-Daviu, Vicente Climente-Alarcon:
An intelligent icons approach for rotor bar fault detection. IECON 2013: 5526-5531 - [c23]Stavros Kolios, Olga Maurodimou, Chrysostomos D. Stylios:
Integrated Large-Scale Environmental Information Systems: A Short Survey. PRO-VE 2013: 164-171 - [c22]Jirí Spilka, George K. Georgoulas, Petros S. Karvelis, Vangelis P. Oikonomou, Václav Chudácek, Chrysostomos D. Stylios, Lenka Lhotská, Petr Janku:
Automatic Evaluation of FHR Recordings from CTU-UHB CTG Database. ITBAM 2013: 47-61 - [c21]Voula C. Georgopoulos, Chrysostomos D. Stylios:
Supervisory Fuzzy Cognitive Map Structure for Triage Assessment and Decision Support in the Emergency Department. SIMULTECH (Selected Papers) 2013: 255-269 - [c20]Voula C. Georgopoulos, Chrysostomos D. Stylios:
Fuzzy Cognitive Map Hierarchical Triage Decision Support for the Elderly. SIMULTECH 2013: 577-583 - 2012
- [j18]Jirí Spilka, Václav Chudácek, Michal Koucký, Lenka Lhotská, Michal Huptych, Petr Janku, George K. Georgoulas, Chrysostomos D. Stylios:
Using nonlinear features for fetal heart rate classification. Biomed. Signal Process. Control. 7(4): 350-357 (2012) - [c19]Grigoris S. Piperagkas, George K. Georgoulas, Konstantinos E. Parsopoulos, Chrysostomos D. Stylios, Aristidis Likas:
Integrating particle swarm optimization with reinforcement learning in noisy problems. GECCO 2012: 65-72 - [c18]Spiros Vasilakos, Giorgio Iacobellis, Chrysostomos D. Stylios, Maria Pia Fanti:
Decision Support Systems based on a UML description approach. IEEE Conf. of Intelligent Systems 2012: 41-46 - 2011
- [c17]Chrysostomos D. Stylios, George K. Georgoulas:
Modeling complex logistics systems using soft computing methodology of Fuzzy Cognitive Maps. CASE 2011: 72-77 - 2010
- [c16]Jacqueline Fairley, George K. Georgoulas, Chrysostomos D. Stylios, David B. Rye:
A Hybrid Approach for Artifact Detection in EEG Data. ICANN (1) 2010: 436-441 - [c15]Václav Chudácek, Jirí Spilka, Michal Huptych, George K. Georgoulas, Petr Janku, Michal Koucký, Chrysostomos D. Stylios, Lenka Lhotská:
Automatic Classification of Intrapartal Fetal Heart-Rate Recordings - Can It Compete with Experts? ITBAM 2010: 57-66
2000 – 2009
- 2009
- [c14]Václav Chudácek, George K. Georgoulas, Michal Huptych, Chrysostomos D. Stylios, Lenka Lhotská:
Discriminating between V and N Beats from ECGs Introducing an Integrated Reduced Representation along with a Neural Network Classifier. ICANN (2) 2009: 485-494 - [c13]George K. Georgoulas, Voula C. Georgopoulos, George Stylios, Chrysostomos D. Stylios:
Detection of articulation disorders using Empirical Mode Decomposition and neural networks. IJCNN 2009: 959-964 - [c12]Vassilios A. Kappatos, George K. Georgoulas, Chrysostomos D. Stylios, Evangelos Dermatas:
Evolutionary dimensionality reduction for crack localization in ship structures using a hybrid computational intelligent approach. IJCNN 2009: 1531-1538 - 2008
- [j17]Elpiniki Papageorgiou, Panagiota Spyridonos, Dimitris Glotsos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos:
Brain tumor characterization using the soft computing technique of fuzzy cognitive maps. Appl. Soft Comput. 8(1): 820-828 (2008) - [j16]Chrysostomos D. Stylios, Voula C. Georgopoulos, Georgia A. Malandraki, Spyridoula Chouliara:
Fuzzy cognitive map architectures for medical decision support systems. Appl. Soft Comput. 8(3): 1243-1251 (2008) - [j15]Voula C. Georgopoulos, Chrysostomos D. Stylios:
Complementary case-based reasoning and competitive fuzzy cognitive maps for advanced medical decisions. Soft Comput. 12(2): 191-199 (2008) - [c11]Chrysostomos D. Stylios, Voula C. Georgopoulos:
Genetic algorithm enhanced Fuzzy Cognitive Maps for medical diagnosis. FUZZ-IEEE 2008: 2123-2128 - 2007
- [j14]George K. Georgoulas, Dimitris Gavrilis, Ioannis G. Tsoulos, Chrysostomos D. Stylios, João Bernardes, Peter P. Groumpos:
Novel approach for fetal heart rate classification introducing grammatical evolution. Biomed. Signal Process. Control. 2(2): 69-79 (2007) - 2006
- [j13]Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, Peter P. Groumpos, George Nikiforidis:
Advanced soft computing diagnosis method for tumour grading. Artif. Intell. Medicine 36(1): 59-70 (2006) - [j12]George K. Georgoulas, Chrysostomos D. Stylios, Peter P. Groumpos:
Feature Extraction and Classification of Fetal Heart Rate Using Wavelet Analysis and Support Vector Machines. Int. J. Artif. Intell. Tools 15(3): 411-432 (2006) - [j11]Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos:
Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links. Int. J. Hum. Comput. Stud. 64(8): 727-743 (2006) - [j10]George K. Georgoulas, Chrysostomos D. Stylios, Petros P. Groumpos:
Predicting the risk of metabolic acidosis for newborns based on fetal heart rate signal classification using support vector machines. IEEE Trans. Biomed. Eng. 53(5): 875-884 (2006) - [c10]George K. Georgoulas, Voula C. Georgopoulos, Chrysostomos D. Stylios:
Speech Sound Classification and Detection of Articulation Disorders with Support Vector Machines and Wavelets. EMBC 2006: 2199-2202 - [c9]Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos:
A Combined Fuzzy Cognitive Map and Decision Trees Model for Medical Decision Making. EMBC 2006: 6117-6120 - [c8]Elpiniki Papageorgiou, George K. Georgoulas, Chrysostomos D. Stylios, George Nikiforidis, Peter P. Groumpos:
Combining Fuzzy Cognitive Maps with Support Vector Machines for Bladder Tumor Grading. KES (1) 2006: 515-523 - [c7]Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos:
Introducing Interval Analysis in Fuzzy Cognitive Map Framework. SETN 2006: 571-575 - 2005
- [j9]Elpiniki Papageorgiou, Konstantinos E. Parsopoulos, Chrysostomos D. Stylios, Petros P. Groumpos, Michael N. Vrahatis:
Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization. J. Intell. Inf. Syst. 25(1): 95-121 (2005) - 2004
- [j8]Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos:
Active Hebbian learning algorithm to train fuzzy cognitive maps. Int. J. Approx. Reason. 37(3): 219-249 (2004) - [j7]Chrysostomos D. Stylios, Petros P. Groumpos:
Modeling complex systems using fuzzy cognitive maps. IEEE Trans. Syst. Man Cybern. Part A 34(1): 155-162 (2004) - [c6]Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos:
The Challenge of Soft Computing Techniques for Tumor Characterization. ICAISC 2004: 1031-1036 - 2003
- [j6]Voula C. Georgopoulos, Georgia A. Malandraki, Chrysostomos D. Stylios:
A fuzzy cognitive map approach to differential diagnosis of specific language impairment. Artif. Intell. Medicine 29(3): 261-278 (2003) - [j5]Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos:
An integrated two-level hierarchical system for decision making in radiation therapy based on fuzzy cognitive maps. IEEE Trans. Biomed. Eng. 50(12): 1326-1339 (2003) - [c5]Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos:
Fuzzy Cognitive Map Learning Based on Nonlinear Hebbian Rule. Australian Conference on Artificial Intelligence 2003: 256-268 - [c4]Nikolinka Christova, Mincho Hadjiski, Gancho Vachkov, Chrysostomos D. Stylios:
An integrated approach to intelligent modeling of industrial plants. CIRA 2003: 1527-1532 - 2001
- [c3]Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos:
Learning algorithms for fuzzy cognitive maps. EUSFLAT Conf. 2001: 83-88 - [c2]Chrysostomos D. Stylios, Pamela C. Georgopoulos, Petros P. Groumpos:
Decision support system for radio therapy based on fuzzy cognitive maps. EUSFLAT Conf. 2001: 431-434 - 2000
- [j4]Chrysostomos D. Stylios, Peter P. Groumpos:
Fuzzy Cognitive Maps in modeling supervisory control systems. J. Intell. Fuzzy Syst. 8(1): 83-98 (2000)
1990 – 1999
- 1999
- [j3]Chrysostomos D. Stylios, Peter P. Groumpos, Voula C. Georgopoulos:
Fuzzy Cognitive Map Approach to Process Control Systems Chrysostomos. J. Adv. Comput. Intell. Intell. Informatics 3(5): 409-417 (1999) - [j2]Chrysostomos D. Stylios, Peter P. Groumpos:
A Soft Computing Approach for Modelling the Supervisor of Manufacturing Systems. J. Intell. Robotic Syst. 26(3-4): 389-403 (1999) - 1998
- [j1]Chrysostomos D. Stylios, Peter P. Groumpos:
The challenge of modelling supervisory systems using fuzzy cognitive maps. J. Intell. Manuf. 9(4): 339-345 (1998) - [c1]Chrysostomos D. Stylios, Peter P. Groumpos:
Fuzzy cognitive map model for supervisory manufacture systems. BASYS 1998: 137-146
Coauthor Index
aka: Jose Alfonso Antonino-Daviu
aka: Petros P. Groumpos
aka: Elpiniki Papageorgiou
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